Jinghan Zhang
16 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Prolific Year Β· Productive
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The Questioner
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(11)
Artificial Intelligence
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(9)
Machine Learning
(8)
Deep Learning
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Applications
(5)
Learning Types Β· Deep Learning
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Generation
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Keywords
large language model
(8)
attention mechanism
(2)
data augmentation
(2)
multi-task learning
(1)
reasoning
(1)
uncertainty quantification
(1)
transfer learning
(1)
intent classification
(1)
knowledge transfer
(1)
semantic parsing
(1)
question answering
(1)
chain-of-thought reasoning
(1)
document summarization
(1)
factuality evaluation
(1)
text generation
(1)
model robustness
(1)
few-shot learning
(1)
model merging
(1)
conversational search
(1)
benchmark evaluation
(1)
Papers
Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer
EACL 2026
ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval
AAAI 2026
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
ACL 2026
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
ICML 2025
Diversity-oriented Data Augmentation with Large Language Models
ACL 2025
Dynamic and Adaptive Feature Generation with LLM
IJCAI 2025
Entropy-based Exploration Conduction for Multi-step Reasoning
ACL 2025
LEKA: LLM-Enhanced Knowledge Augmentation
IJCAI 2025
RATT: A Thought Structure for Coherent and Correct LLM Reasoning
AAAI 2025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025
Prototypical Reward Network for Data-Efficient RLHF
ACL 2024
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
NeurIPS 2023
Composing Parameter-Efficient Modules with Arithmetic Operation
NeurIPS 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models
NeurIPS 2023
Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism
AAAI 2020
Multi-Point Semantic Representation for Intent Classification
AAAI 2020